Philippe A. Robert

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 10

Top Topics

Clonal Selection Algorithm

Machine Learning

Top Venues

Nat. Mac. Intell.

Nat. Comput. Sci.

Nat. Mach. Intell.

Publications

Mai Ha Vu, Philippe A. Robert, Rahmad Akbar, Bartlomiej Swiatczak, Geir Kjetil Sandve, Dag Trygve Truslew Haug, Victor Greiff
Linguistics-based formalization of the antibody language as a basis for antibody language models. Nat. Comput. Sci. 4 (6) (2024)
Mai Ha Vu, Rahmad Akbar, Philippe A. Robert, Bartlomiej Swiatczak, Geir Kjetil Sandve, Victor Greiff, Dag Trygve Truslew Haug
Linguistically inspired roadmap for building biologically reliable protein language models. Nat. Mac. Intell. 5 (5) (2023)
Philippe A. Robert, Victor Greiff
Bridging the neutralization gap for unseen antibodies. Nat. Mac. Intell. 5 (1) (2023)
Mai Ha Vu, Philippe A. Robert, Rahmad Akbar, Bartlomiej Swiatczak, Geir Kjetil Sandve, Dag Trygve Truslew Haug, Victor Greiff
ImmunoLingo: Linguistics-based formalization of the antibody language. CoRR (2022)
Philippe A. Robert, Rahmad Akbar, Robert Frank, Milena Pavlovic, Michael Widrich, Igor Snapkov, Andrei Slabodkin, Maria Chernigovskaya, Lonneke Scheffer, Eva Smorodina, Puneet Rawat, Brij Bhushan Mehta, Mai Ha Vu, Ingvild Frøberg Mathisen, Aurél Prósz, Krzysztof Abram, Alex Olar, Enkelejda Miho, Dag Trygve Truslew Haug, Fridtjof Lund-Johansen, Sepp Hochreiter, Ingrid Hobæk Haff, Günter Klambauer, Geir Kjetil Sandve, Victor Greiff
Unconstrained generation of synthetic antibody-antigen structures to guide machine learning methodology for antibody specificity prediction. Nat. Comput. Sci. 2 (12) (2022)
Asif Khan, Alexander Imani Cowen-Rivers, Derrick-Goh-Xin Deik, Antoine Grosnit, Kamil Dreczkowski, Philippe A. Robert, Victor Greiff, Rasul Tutunov, Dany Bou-Ammar, Jun Wang, Haitham Bou-Ammar
AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation. CoRR (2022)
Mai Ha Vu, Rahmad Akbar, Philippe A. Robert, Bartlomiej Swiatczak, Victor Greiff, Geir Kjetil Sandve, Dag Trygve Truslew Haug
Advancing protein language models with linguistics: a roadmap for improved interpretability. CoRR (2022)
Milena Pavlovic, Lonneke Scheffer, Keshav Motwani, Chakravarthi Kanduri, Radmila Kompova, Nikolay Vazov, Knut Waagan, Fabian L. M. Bernal, Alexandre Almeida Costa, Brian Corrie, Rahmad Akbar, Ghadi S. Al Hajj, Gabriel Balaban, Todd M. Brusko, Maria Chernigovskaya, Scott Christley, Lindsay G. Cowell, Robert Frank, Ivar Grytten, Sveinung Gundersen, Ingrid Hobæk Haff, Eivind Hovig, Ping-Han Hsieh, Günter Klambauer, Marieke L. Kuijjer, Christin Lund-Andersen, Antonio Martini, Thomas Minotto, Johan Pensar, Knut D. Rand, Enrico Riccardi, Philippe A. Robert, Artur Rocha, Andrei Slabodkin, Igor Snapkov, Ludvig M. Sollid, Dmytro Titov, Cédric R. Weber, Michael Widrich, Gur Yaari, Victor Greiff, Geir Kjetil Sandve
The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires. Nat. Mach. Intell. 3 (11) (2021)
Philippe A. Robert, Heike Kunze-Schumacher, Victor Greiff, Andreas Krueger
Modeling the Dynamics of T-Cell Development in the Thymus. Entropy 23 (4) (2021)
Ananya Rastogi, Philippe A. Robert, Stephan Halle, Michael Meyer-Hermann
Evaluation of CD8 T cell killing models with computer simulations of 2-photon imaging experiments. PLoS Comput. Biol. 16 (12) (2020)
Bijan Najafi, Kamiar Aminian, Anisoara Paraschiv-Ionescu, François Loew, Christophe J. Büla, Philippe A. Robert
Ambulatory system for human motion analysis using a kinematic sensor: monitoring of daily physical activity in the elderly. IEEE Trans. Biomed. Eng. 50 (6) (2003)
Anisoara Paraschiv-Ionescu, Christian Jutten, Kamiar Aminian, Bijan Najafi, Philippe A. Robert
Wavelet denoising for highly noisy source separation. ISCAS (1) (2002)
Anisoara Paraschiv-Ionescu, Christian Jutten, Kamiar Aminian, Bijan Najafi, Philippe A. Robert
Source separation in strong noisy mixtures: A study of wavelet de-noising pre-processing. ICASSP (2002)
Bijan Najafi, Kamiar Aminian, François Loew, Yves Blanc, Philippe A. Robert
Measurement of stand-sit and sit-stand transitions using a miniature gyroscope and its application in fall risk evaluation in the elderly. IEEE Trans. Biomed. Eng. 49 (8) (2002)
Kamiar Aminian, Eduardo de Andrés, Karen Rezakhanlou, Carlo Fritsch, Y. Schutz, Michèle Depairon, Pierre-François Leyvraz, Philippe A. Robert
Motion Analysis in Clinical Practice Using Ambulatory Accelerometry. CAPTECH (1998)